A machine learning enabled network planning tool
暂无分享,去创建一个
Josep Mangues-Bafalluy | Lorenza Giupponi | Jessica Moysen | L. Giupponi | J. Mangues-Bafalluy | Jessica Moysen | J. Mangues‐Bafalluy
[1] Thomas G. Dietterich. An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization , 2000, Machine Learning.
[2] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[3] Muhammad Ali Imran,et al. A Cell Outage Management Framework for Dense Heterogeneous Networks , 2016, IEEE Transactions on Vehicular Technology.
[4] Yoshua Bengio,et al. Random Search for Hyper-Parameter Optimization , 2012, J. Mach. Learn. Res..
[5] Josep Mangues-Bafalluy,et al. On the potential of ensemble regression techniques for future mobile network planning , 2016, 2016 IEEE Symposium on Computers and Communication (ISCC).
[6] Josep Mangues-Bafalluy,et al. Big Data Empowered Self Organized Networks , 2014 .
[7] Johan Johansson,et al. Minimization of drive tests in 3GPP release 11 , 2012, IEEE Communications Magazine.
[8] Jani Puttonen,et al. User satisfaction classification for Minimization of Drive Tests QoS verification , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).
[9] Josep Mangues-Bafalluy,et al. Predicting QoS in LTE HetNets based on location-independent UE measurements , 2015, 2015 IEEE 20th International Workshop on Computer Aided Modelling and Design of Communication Links and Networks (CAMAD).
[10] Lorenza Giupponi,et al. A Reinforcement Learning Based Solution for Self-Healing in LTE Networks , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).
[11] Henning Sanneck,et al. LTE Self-Organising Networks (SON): Network Management Automation for Operational Efficiency , 2012 .
[12] Anders Furuskar,et al. Downtilted Base Station Antennas - A Simulation Model Proposal and Impact on HSPA and LTE Performance , 2008, 2008 IEEE 68th Vehicular Technology Conference.
[13] Sam T. Roweis,et al. EM Algorithms for PCA and SPCA , 1997, NIPS.
[14] Jin Yang,et al. Evolved Universal Terrestrial Radio Access Network (EUTRAN) , 2017 .